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I think platforms like github should invest in exposing audit information. An agent should be able to see a log of events that occurred and know whether it was me, another agent, or itself that made some change.

The LLM should know that it was an intentional decision and not a mistake it made. I'm working on an experiment that will give each session their own access tokens, but fundamentally it'll require effort from the services to store some identifiers.